Triple

T2927530
Position Surface form Disambiguated ID Type / Status
Subject Charles Deaton E78881 entity
Predicate familyName P18 FINISHED
Object Deaton
Deaton is a surname most notably associated with individuals such as Nobel Prize–winning economist Angus Deaton.
 E311125 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Deaton | Statement: [Charles Deaton, familyName, Deaton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deaton
Context triple: [Charles Deaton, familyName, Deaton]
  • A. Erving
    Erving is the surname of Julius Erving, the Hall of Fame American basketball player widely known as "Dr. J."
  • B. Niton
    Niton is a coastal village on the southern tip of the Isle of Wight in England, known for its scenic cliffs and rural character.
  • C. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • D. Micali
    Micali is an Italian surname most notably associated with Silvio Micali, a Turing Award–winning computer scientist and cryptographer.
  • E. Nesta
    Nesta is the middle name of legendary Jamaican reggae musician and cultural icon Bob Marley.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Deaton
Triple: [Charles Deaton, familyName, Deaton]
Generated description
Deaton is a surname most notably associated with individuals such as Nobel Prize–winning economist Angus Deaton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deaton
Target entity description: Deaton is a surname most notably associated with individuals such as Nobel Prize–winning economist Angus Deaton.
  • A. Erving
    Erving is the surname of Julius Erving, the Hall of Fame American basketball player widely known as "Dr. J."
  • B. Niton
    Niton is a coastal village on the southern tip of the Isle of Wight in England, known for its scenic cliffs and rural character.
  • C. Dinneen
    Dinneen is a surname of Irish origin borne by various notable individuals in sports, politics, and the arts.
  • D. Micali
    Micali is an Italian surname most notably associated with Silvio Micali, a Turing Award–winning computer scientist and cryptographer.
  • E. Nesta
    Nesta is the middle name of legendary Jamaican reggae musician and cultural icon Bob Marley.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97fd89d88190bc7db4b39058ae3a completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b08668a204819082b13e6ce62d5728 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0d18f7928819098fba6a23dd40230 completed March 11, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b0d221ec2481909c9d42f1c0d86b9b completed March 11, 2026, 2:23 a.m.
Created at: March 8, 2026, 2:55 p.m.